Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9940691 0.9577130 0.7689242
bt 0.8945340 0.6375747 0.2280464
maxnet 0.7640057 0.4872336 NA
gam 0.7967514 0.5099673 0.1912816
glm 0.7455234 0.4852296 0.1563757

Variable Importance

Partial Dependence